Matches in SemOpenAlex for { <https://semopenalex.org/work/W2485804964> ?p ?o ?g. }
- W2485804964 endingPage "62" @default.
- W2485804964 startingPage "31" @default.
- W2485804964 abstract "Case-Based Reasoning (CBR) is one of the most suitable AI techniques for building clinical decision support systems. Medical domain complexity introduces many challenges for building these systems. Building the systems' knowledge base from the Electronic Health Record (EHR), the encoding of case-base knowledge with standard medical ontology, and the handling of vague data are examples of these challenges. Although several advantages of using CBR in medicine have been identified, there are no real systems acceptable to physicians. This systematic review examines the current state of CBR and its limitations in the medical domain, especially for diabetes mellitus. The critical evaluation of the status of diabetes CBR systems presents unique opportunities for improving these systems. The literature review covers most of the English language studies extracted from relevant databases by using search terms relating CBR, ontology, Fuzzy, and standard terminology concepts. The authors identify 38 articles published between 1999 and 15 January 2015, which represent original researches in CBR domain. The study includes 15 (39.5%) non-medical studies and 23 (60.5%) medical studies with ~22% for diabetes CBR. A list of 18 integrated evaluation metrics has been proposed and used in the analysis. The results show that the non-medical CBR systems achieved higher advances (50%) than medical systems (42.9%). In addition, the diabetes management CBR systems achieve the lowest advances (21.4%) compared to other systems. These shortages explain the question “why CBR paradigm are not fully utilized in the commercial medical systems?” As a result, there is a distinct need for more comprehensive enhancements in clinical CBR especially diabetes systems." @default.
- W2485804964 created "2016-08-23" @default.
- W2485804964 creator A5052265483 @default.
- W2485804964 creator A5066199951 @default.
- W2485804964 date "2016-07-01" @default.
- W2485804964 modified "2023-09-23" @default.
- W2485804964 title "Medical Case Based Reasoning Frameworks" @default.
- W2485804964 cites W10130694 @default.
- W2485804964 cites W117124045 @default.
- W2485804964 cites W118214576 @default.
- W2485804964 cites W120314827 @default.
- W2485804964 cites W1497357851 @default.
- W2485804964 cites W1502368622 @default.
- W2485804964 cites W1505722229 @default.
- W2485804964 cites W1517116456 @default.
- W2485804964 cites W1522590659 @default.
- W2485804964 cites W1525116517 @default.
- W2485804964 cites W1551216730 @default.
- W2485804964 cites W1601228921 @default.
- W2485804964 cites W163479932 @default.
- W2485804964 cites W1722782992 @default.
- W2485804964 cites W1841403979 @default.
- W2485804964 cites W1965889239 @default.
- W2485804964 cites W1967054112 @default.
- W2485804964 cites W1968447051 @default.
- W2485804964 cites W1971751595 @default.
- W2485804964 cites W1973846293 @default.
- W2485804964 cites W1974712666 @default.
- W2485804964 cites W1974994290 @default.
- W2485804964 cites W1988964749 @default.
- W2485804964 cites W1990644823 @default.
- W2485804964 cites W1997078001 @default.
- W2485804964 cites W2000900121 @default.
- W2485804964 cites W2001169684 @default.
- W2485804964 cites W2001481335 @default.
- W2485804964 cites W2002000018 @default.
- W2485804964 cites W2002535958 @default.
- W2485804964 cites W2003004118 @default.
- W2485804964 cites W2004253303 @default.
- W2485804964 cites W2007106708 @default.
- W2485804964 cites W2007528973 @default.
- W2485804964 cites W2007972942 @default.
- W2485804964 cites W2012244825 @default.
- W2485804964 cites W2012988087 @default.
- W2485804964 cites W201307369 @default.
- W2485804964 cites W2017995356 @default.
- W2485804964 cites W2018495107 @default.
- W2485804964 cites W2024557183 @default.
- W2485804964 cites W2025272597 @default.
- W2485804964 cites W2025422962 @default.
- W2485804964 cites W2031677098 @default.
- W2485804964 cites W2036242406 @default.
- W2485804964 cites W2040109673 @default.
- W2485804964 cites W2040681978 @default.
- W2485804964 cites W2043853198 @default.
- W2485804964 cites W2045418508 @default.
- W2485804964 cites W2047602635 @default.
- W2485804964 cites W2047806322 @default.
- W2485804964 cites W2049572750 @default.
- W2485804964 cites W2050312349 @default.
- W2485804964 cites W2050559147 @default.
- W2485804964 cites W2051503458 @default.
- W2485804964 cites W2051807696 @default.
- W2485804964 cites W2054756861 @default.
- W2485804964 cites W2058671883 @default.
- W2485804964 cites W2063358088 @default.
- W2485804964 cites W2064449033 @default.
- W2485804964 cites W2064934493 @default.
- W2485804964 cites W2067580698 @default.
- W2485804964 cites W2070517083 @default.
- W2485804964 cites W2074531922 @default.
- W2485804964 cites W2075902295 @default.
- W2485804964 cites W2076500773 @default.
- W2485804964 cites W2077863624 @default.
- W2485804964 cites W2080082849 @default.
- W2485804964 cites W2081776774 @default.
- W2485804964 cites W2082538190 @default.
- W2485804964 cites W2083307246 @default.
- W2485804964 cites W2083653674 @default.
- W2485804964 cites W2086535390 @default.
- W2485804964 cites W2089546419 @default.
- W2485804964 cites W2090362970 @default.
- W2485804964 cites W2095224843 @default.
- W2485804964 cites W2104836504 @default.
- W2485804964 cites W2112549004 @default.
- W2485804964 cites W2118414527 @default.
- W2485804964 cites W2120541825 @default.
- W2485804964 cites W2123380119 @default.
- W2485804964 cites W2124060163 @default.
- W2485804964 cites W2126029446 @default.
- W2485804964 cites W2126385963 @default.
- W2485804964 cites W2127986515 @default.
- W2485804964 cites W2132843928 @default.
- W2485804964 cites W2140392667 @default.
- W2485804964 cites W2153544354 @default.
- W2485804964 cites W2157439970 @default.
- W2485804964 cites W2162216736 @default.
- W2485804964 cites W2168535963 @default.